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Spatially selective 2D RF inner field of view (iFOV) diffusion kurtosis imaging (DKI) of the pediatric spinal cord

Magnetic resonance based diffusion imaging has been gaining more utility and clinical relevance over the past decade. Using conventional echo planar techniques, it is possible to acquire and characterize water diffusion within the central nervous system (CNS); namely in the form of Diffusion Weighte...

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Autores principales: Conklin, Chris J., Middleton, Devon M., Alizadeh, Mahdi, Finsterbusch, Jürgen, Raunig, David L., Faro, Scott H., Shah, Pallav, Krisa, Laura, Sinko, Rebecca, Delalic, Joan Z., Mulcahey, M.J., Mohamed, Feroze B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4735660/
https://www.ncbi.nlm.nih.gov/pubmed/26909329
http://dx.doi.org/10.1016/j.nicl.2016.01.009
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author Conklin, Chris J.
Middleton, Devon M.
Alizadeh, Mahdi
Finsterbusch, Jürgen
Raunig, David L.
Faro, Scott H.
Shah, Pallav
Krisa, Laura
Sinko, Rebecca
Delalic, Joan Z.
Mulcahey, M.J.
Mohamed, Feroze B.
author_facet Conklin, Chris J.
Middleton, Devon M.
Alizadeh, Mahdi
Finsterbusch, Jürgen
Raunig, David L.
Faro, Scott H.
Shah, Pallav
Krisa, Laura
Sinko, Rebecca
Delalic, Joan Z.
Mulcahey, M.J.
Mohamed, Feroze B.
author_sort Conklin, Chris J.
collection PubMed
description Magnetic resonance based diffusion imaging has been gaining more utility and clinical relevance over the past decade. Using conventional echo planar techniques, it is possible to acquire and characterize water diffusion within the central nervous system (CNS); namely in the form of Diffusion Weighted Imaging (DWI) and Diffusion Tensor Imaging (DTI). While each modality provides valuable clinical information in terms of the presence of diffusion and its directionality, both techniques are limited to assuming an ideal Gaussian distribution for water displacement with no intermolecular interactions. This assumption neglects pathological processes that are not Gaussian therefore reducing the amount of potentially clinically relevant information. Additions to the Gaussian distribution measured by the excess kurtosis, or peakedness, of the probabilistic model provide a better understanding of the underlying cellular structure. The objective of this work is to provide mathematical and experimental evidence that Diffusion Kurtosis Imaging (DKI) can offer additional information about the micromolecular environment of the pediatric spinal cord. This is accomplished by a more thorough characterization of the nature of random water displacement within the cord. A novel DKI imaging sequence based on a tilted 2D spatially selective radio frequency pulse providing reduced field of view (FOV) imaging was developed, implemented, and optimized on a 3 Tesla MRI scanner, and tested on pediatric subjects (healthy subjects: 15; patients with spinal cord injury (SCI):5). Software was developed and validated for post processing of the DKI images and estimation of the tensor parameters. The results show statistically significant differences in mean kurtosis (p < 0.01) and radial kurtosis (p < 0.01) between healthy subjects and subjects with SCI. DKI provides incremental and novel information over conventional diffusion acquisitions when coupled with higher order estimation algorithms.
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spelling pubmed-47356602016-02-23 Spatially selective 2D RF inner field of view (iFOV) diffusion kurtosis imaging (DKI) of the pediatric spinal cord Conklin, Chris J. Middleton, Devon M. Alizadeh, Mahdi Finsterbusch, Jürgen Raunig, David L. Faro, Scott H. Shah, Pallav Krisa, Laura Sinko, Rebecca Delalic, Joan Z. Mulcahey, M.J. Mohamed, Feroze B. Neuroimage Clin Regular Article Magnetic resonance based diffusion imaging has been gaining more utility and clinical relevance over the past decade. Using conventional echo planar techniques, it is possible to acquire and characterize water diffusion within the central nervous system (CNS); namely in the form of Diffusion Weighted Imaging (DWI) and Diffusion Tensor Imaging (DTI). While each modality provides valuable clinical information in terms of the presence of diffusion and its directionality, both techniques are limited to assuming an ideal Gaussian distribution for water displacement with no intermolecular interactions. This assumption neglects pathological processes that are not Gaussian therefore reducing the amount of potentially clinically relevant information. Additions to the Gaussian distribution measured by the excess kurtosis, or peakedness, of the probabilistic model provide a better understanding of the underlying cellular structure. The objective of this work is to provide mathematical and experimental evidence that Diffusion Kurtosis Imaging (DKI) can offer additional information about the micromolecular environment of the pediatric spinal cord. This is accomplished by a more thorough characterization of the nature of random water displacement within the cord. A novel DKI imaging sequence based on a tilted 2D spatially selective radio frequency pulse providing reduced field of view (FOV) imaging was developed, implemented, and optimized on a 3 Tesla MRI scanner, and tested on pediatric subjects (healthy subjects: 15; patients with spinal cord injury (SCI):5). Software was developed and validated for post processing of the DKI images and estimation of the tensor parameters. The results show statistically significant differences in mean kurtosis (p < 0.01) and radial kurtosis (p < 0.01) between healthy subjects and subjects with SCI. DKI provides incremental and novel information over conventional diffusion acquisitions when coupled with higher order estimation algorithms. Elsevier 2016-01-12 /pmc/articles/PMC4735660/ /pubmed/26909329 http://dx.doi.org/10.1016/j.nicl.2016.01.009 Text en © 2016 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Conklin, Chris J.
Middleton, Devon M.
Alizadeh, Mahdi
Finsterbusch, Jürgen
Raunig, David L.
Faro, Scott H.
Shah, Pallav
Krisa, Laura
Sinko, Rebecca
Delalic, Joan Z.
Mulcahey, M.J.
Mohamed, Feroze B.
Spatially selective 2D RF inner field of view (iFOV) diffusion kurtosis imaging (DKI) of the pediatric spinal cord
title Spatially selective 2D RF inner field of view (iFOV) diffusion kurtosis imaging (DKI) of the pediatric spinal cord
title_full Spatially selective 2D RF inner field of view (iFOV) diffusion kurtosis imaging (DKI) of the pediatric spinal cord
title_fullStr Spatially selective 2D RF inner field of view (iFOV) diffusion kurtosis imaging (DKI) of the pediatric spinal cord
title_full_unstemmed Spatially selective 2D RF inner field of view (iFOV) diffusion kurtosis imaging (DKI) of the pediatric spinal cord
title_short Spatially selective 2D RF inner field of view (iFOV) diffusion kurtosis imaging (DKI) of the pediatric spinal cord
title_sort spatially selective 2d rf inner field of view (ifov) diffusion kurtosis imaging (dki) of the pediatric spinal cord
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4735660/
https://www.ncbi.nlm.nih.gov/pubmed/26909329
http://dx.doi.org/10.1016/j.nicl.2016.01.009
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